Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "148"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 148 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 111 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 109 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 148, Node N15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.711251 -0.353808 3.191452 1.661706 0.132068 0.930503 -0.275921 -0.273085 0.6314 0.6626 0.3995 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.017794 0.326964 2.586436 1.268602 0.593138 -0.100627 0.611562 0.317714 0.5842 0.6076 0.3411 nan nan
2459926 digital_ok 100.00% 100.00% 100.00% 0.00% - - 220.708023 220.779174 inf inf 1918.412237 1917.829902 407.069291 406.257202 nan nan nan nan nan
2459925 digital_ok 100.00% 100.00% 100.00% 0.00% - - 104.465129 104.851383 inf inf 3761.078669 3931.481162 309.581504 310.189234 nan nan nan nan nan
2459924 digital_ok 100.00% 100.00% 100.00% 0.00% - - 129.081051 138.466732 inf inf 3893.922009 4214.925835 2580.383224 2515.293546 nan nan nan nan nan
2459923 digital_ok 100.00% 100.00% 100.00% 0.00% - - 246.011792 246.087398 inf inf 3294.555854 3245.757579 993.831341 969.706516 nan nan nan nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.986899 -0.425090 2.205189 1.242218 0.450102 0.501015 -0.433112 -0.502030 0.6443 0.6818 0.4105 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.402795 -0.035623 7.241834 1.302487 7.119285 1.660823 0.658747 -0.192173 0.0328 0.6747 0.5056 nan nan
2459919 digital_ok 100.00% 100.00% 0.00% 0.00% - - 10.123488 -0.072343 8.381942 1.346831 9.140671 1.863601 0.619327 -0.184361 0.0339 0.6763 0.5054 nan nan
2459918 digital_ok 100.00% 100.00% 0.00% 0.00% - - 11.485228 -0.017156 8.579357 1.228440 7.091391 1.959446 1.931893 -0.256116 0.0318 0.6927 0.5304 nan nan
2459917 digital_ok 100.00% 100.00% 0.00% 0.00% - - 9.619819 -0.457174 8.771337 1.614244 4.797463 -0.329703 0.281202 -0.528328 0.0312 0.7274 0.5697 nan nan
2459916 digital_ok 100.00% 63.30% 0.00% 0.00% - - 0.899094 0.076401 5.281637 1.217679 77.988672 1.845554 3.661475 -0.198094 0.2721 0.6950 0.4918 nan nan
2459915 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -2.296083 -0.249969 3.346133 1.595240 0.020198 1.027015 2.164535 1.089340 0.7238 0.7511 0.3055 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.593518 -0.140842 2.829560 1.523029 0.593737 1.145480 0.984946 0.050448 0.6739 0.6950 0.4066 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.761320 -0.187372 2.414530 1.524354 0.421009 0.722498 -0.691682 -0.273511 0.6457 0.6863 0.4163 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.726711 -0.123214 2.480712 1.385526 0.256044 1.543935 -0.772502 -0.804269 0.6485 0.6880 0.4175 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.634023 -0.171677 2.432286 1.311954 -0.318959 1.612654 -0.554826 -0.661323 0.6510 0.6888 0.4169 nan nan
2459909 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.623449 -0.011234 2.350927 1.332154 0.103784 1.234151 -0.265407 -0.369671 0.6518 0.6898 0.4129 nan nan
2459908 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.708062 -0.014284 2.244785 1.319977 -0.560470 0.808167 -0.458381 -0.297378 0.6561 0.6962 0.4142 nan nan
2459907 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.657184 -0.054431 2.385660 1.364057 -0.340537 0.910719 -0.429980 -0.191182 0.6561 0.6950 0.4078 nan nan
2459906 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.881839 -0.188019 2.558052 1.329719 0.066072 1.461597 -0.673648 -0.217720 0.6485 0.6873 0.4109 nan nan
2459905 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.613190 -0.117028 2.627561 1.366655 -0.924316 1.314526 -0.637445 -0.591523 0.6403 0.6837 0.4150 nan nan
2459904 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.817022 -0.322241 2.934474 1.521502 -0.498879 0.599369 3.230633 -0.331241 0.6431 0.6837 0.4084 nan nan
2459903 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.789705 -0.350562 2.820360 1.403248 -0.874900 0.659964 0.012499 0.130539 0.6496 0.6869 0.4129 nan nan
2459902 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.697442 -0.087672 2.849238 1.318827 -0.438217 0.669112 0.120630 -0.324249 0.6566 0.6876 0.4037 nan nan
2459901 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.813991 -0.122120 2.794205 1.385111 -1.122007 1.199691 0.455923 -0.270420 0.6468 0.6816 0.4121 nan nan
2459900 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.844698 -0.044337 2.881505 1.408476 -0.162397 1.886658 -0.023828 -0.278442 0.5988 0.6490 0.3533 nan nan
2459898 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.786458 -0.391639 2.716420 1.321827 -0.674635 0.192626 0.391379 0.304349 0.6526 0.6897 0.4119 nan nan
2459897 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.795109 -0.379739 2.619179 1.425086 -1.196829 0.412347 -0.401050 -0.160507 0.6599 0.6920 0.4026 nan nan
2459896 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.830006 -0.393797 2.652971 1.297464 -1.657174 0.630139 -0.388313 -0.164738 0.6634 0.6950 0.4016 nan nan
2459895 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 245.956460 247.214720 inf inf 6079.969636 5535.996723 1042.922523 983.437738 nan nan nan nan nan
2459894 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.990081 -0.676173 2.460985 1.338499 -0.395625 0.919210 -0.457180 -0.691670 0.6699 0.6918 0.3859 nan nan
2459893 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.125259 -0.544561 2.564413 1.345489 -0.956366 0.186551 -0.090638 -0.164943 0.6705 0.6979 0.3927 nan nan
2459892 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459891 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.030936 -0.605659 2.999892 1.502633 -1.536113 0.023670 -0.229143 -0.037432 0.6553 0.6903 0.4048 nan nan
2459890 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.051549 -0.569425 3.993314 1.883892 -0.269706 -0.139351 -0.630416 -0.842977 0.6596 0.6891 0.3992 nan nan
2459889 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.235738 -0.723418 2.788812 1.389688 -1.688110 0.433069 0.377433 0.500961 0.6684 0.6940 0.3946 nan nan
2459888 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -2.012676 -0.603349 3.549538 1.588069 -0.934962 -0.119755 0.812567 0.321472 0.6868 0.7136 0.3857 nan nan
2459887 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - -1.982032 -0.530760 3.675127 1.503712 -1.066555 0.592398 -0.267769 -0.061068 0.6697 0.6956 0.3971 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -2.186029 -0.835560 2.927478 1.207948 20.382616 16.856600 3.484217 1.951180 0.7561 0.7594 0.3236 nan nan
2459885 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.819544 -0.528696 18.683025 6.809639 2.242316 -0.677144 7.286846 -0.214463 0.7270 0.7380 0.3451 nan nan
2459884 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459883 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 235.528887 234.578824 inf inf 4843.709661 4890.805348 14794.554209 15227.767156 nan nan nan nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.039883 -0.480438 19.685671 8.091400 1.191706 0.625792 0.197298 -0.407932 0.6778 0.6997 0.3802 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.829864 -0.236632 22.184613 7.955050 -0.057614 0.491334 1.913539 0.529370 0.7154 0.7430 0.3287 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -0.767543 -0.595580 18.190426 6.908854 0.739939 1.278693 -0.048008 -0.628645 0.6706 0.6967 0.3949 nan nan
2459879 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 0.118125 -0.331689 21.750313 8.036170 0.115878 1.366413 0.501580 -0.125532 0.6636 0.6952 0.3997 nan nan
2459876 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.843316 -0.499522 21.074570 8.403223 -0.267007 -0.550655 -0.568091 -0.101391 0.6999 0.7234 0.4015 nan nan
2459874 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.670025 -0.685415 10.487873 4.028216 0.722068 -0.840452 0.522098 -0.280571 0.6791 0.6851 0.3944 nan nan
2459873 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.056020 -0.561881 14.572985 6.052399 0.452024 -0.581401 -0.051358 -0.315699 0.6835 0.6882 0.3909 nan nan
2459872 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - -1.077223 -0.400311 18.456118 7.429677 1.732095 -0.687423 1.045702 -0.079604 0.6840 0.6859 0.3972 nan nan
2459871 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459870 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459869 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 18.806729 21.045436 46.638875 48.218058 15.686521 22.887554 4.782177 4.334031 0.0334 0.0326 0.0010 nan nan
2459868 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459866 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 287.815907 287.838744 inf inf 6110.523069 6147.683189 5406.237224 5376.229640 nan nan nan nan nan
2459865 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 17.915621 22.049025 63.211345 66.409543 15.559926 23.897742 14.406547 12.099677 0.0299 0.0301 0.0004 nan nan
2459864 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.800984 0.880349 0.499087 1.242457 0.479657 -0.221662 0.808232 0.669394 0.6904 0.6805 0.4081 nan nan
2459863 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459862 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459861 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459860 RF_maintenance 0.00% 0.00% 0.00% 0.00% - - 0.257183 0.236638 -0.551803 0.449552 0.685079 -0.454746 -0.228525 -0.843991 0.7124 0.6858 0.4023 nan nan
2459859 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459858 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.549559 0.120145 0.289377 0.811085 -0.064193 -0.139702 1.469348 0.592666 0.7351 0.7011 0.4145 3.758491 2.999466
2459857 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 20.572014 22.531467 5.908508 6.193661 113.142692 182.986416 54.810628 58.013109 0.7158 0.7052 0.4157 nan nan
2459856 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.170781 0.533410 -0.929779 0.140759 0.879593 -0.807032 1.731307 0.020021 0.7277 0.7167 0.4014 3.261980 2.801836
2459855 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.459938 75.060141 inf inf 4363.007952 4362.107851 4165.266388 4165.273726 0.0110 0.0117 0.0035 0.000000 0.000000
2459854 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.204586 1.248273 -0.757934 -0.324292 1.692955 0.159003 1.934643 0.060248 0.7301 0.7537 0.4399 3.061292 2.767086
2459853 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 257.056455 255.587081 inf inf 4628.718886 4950.294919 11262.209361 12864.011238 nan nan nan 0.000000 0.000000
2459852 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.305984 2.039771 -0.788936 -0.219649 1.110784 -1.110654 -0.717966 -0.365619 0.8377 0.8437 0.2373 4.888399 4.533217
2459851 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.213928 0.733764 -0.703624 -0.136304 0.358472 0.062255 -0.646461 -0.672278 0.7559 0.7721 0.3532 3.697153 3.370142
2459849 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.079098 0.878959 0.776502 -0.431353 0.954283 -0.826373 0.253906 -0.244422 0.7505 0.7643 0.3585 4.257563 3.873634
2459848 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.802096 1.538408 9.535124 4.524227 1.307349 0.017436 0.108716 -0.442184 0.7409 0.7710 0.3788 4.103840 3.552655
2459847 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459846 RF_maintenance 100.00% 25.64% 34.19% 0.00% 100.00% 0.00% 7.359668 6.708104 0.997587 0.332676 59.480079 60.049559 -0.527660 -0.696425 0.8103 0.5377 0.5286 4.428620 3.424823
2459845 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.944893 1.806102 13.285457 7.396275 2.096875 0.300381 1.809976 4.424653 0.7627 0.7616 0.3610 3.683038 2.756438
2459844 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 45.294535 51.675780 126.894996 118.764174 222.534772 207.207194 25.310002 44.873049 0.8871 0.6004 0.5969 nan nan
2459843 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.327451 1.013655 19.011593 2.425844 64.492526 77.549248 0.745992 -0.328534 0.0414 0.7619 0.5547 1.382529 4.687863
2459842 RF_maintenance 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.311694 0.519371 8.806101 -1.141681 -0.142561 0.307818 0.399386 0.262343 0.0364 0.7101 0.4807 1.223387 4.059926
2459841 RF_maintenance 100.00% 100.00% 0.00% 0.00% - - 14.051278 48.209650 3.683286 68.757694 3.918083 400.572118 3.815829 49.599965 0.0281 0.7600 0.2611 nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 148: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 3.191452 -0.353808 -1.711251 1.661706 3.191452 0.930503 0.132068 -0.273085 -0.275921

Antenna 148: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 2.586436 0.326964 -1.017794 1.268602 2.586436 -0.100627 0.593138 0.317714 0.611562

Antenna 148: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Power inf 220.779174 220.708023 inf inf 1917.829902 1918.412237 406.257202 407.069291

Antenna 148: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power inf 104.465129 104.851383 inf inf 3761.078669 3931.481162 309.581504 310.189234

Antenna 148: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power inf 129.081051 138.466732 inf inf 3893.922009 4214.925835 2580.383224 2515.293546

Antenna 148: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok nn Power inf 246.087398 246.011792 inf inf 3245.757579 3294.555854 969.706516 993.831341

Antenna 148: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 2.205189 -0.425090 -1.986899 1.242218 2.205189 0.501015 0.450102 -0.502030 -0.433112

Antenna 148: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Shape 9.402795 -0.035623 9.402795 1.302487 7.241834 1.660823 7.119285 -0.192173 0.658747

Antenna 148: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Shape 10.123488 10.123488 -0.072343 8.381942 1.346831 9.140671 1.863601 0.619327 -0.184361

Antenna 148: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Shape 11.485228 -0.017156 11.485228 1.228440 8.579357 1.959446 7.091391 -0.256116 1.931893

Antenna 148: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Shape 9.619819 -0.457174 9.619819 1.614244 8.771337 -0.329703 4.797463 -0.528328 0.281202

Antenna 148: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Temporal Variability 77.988672 0.899094 0.076401 5.281637 1.217679 77.988672 1.845554 3.661475 -0.198094

Antenna 148: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 3.346133 -2.296083 -0.249969 3.346133 1.595240 0.020198 1.027015 2.164535 1.089340

Antenna 148: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 2.829560 -0.140842 -1.593518 1.523029 2.829560 1.145480 0.593737 0.050448 0.984946

Antenna 148: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 2.414530 -0.187372 -1.761320 1.524354 2.414530 0.722498 0.421009 -0.273511 -0.691682

Antenna 148: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 2.480712 -0.123214 -1.726711 1.385526 2.480712 1.543935 0.256044 -0.804269 -0.772502

Antenna 148: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 digital_ok ee Power 2.432286 -0.171677 -1.634023 1.311954 2.432286 1.612654 -0.318959 -0.661323 -0.554826

Antenna 148: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.350927 -0.011234 -1.623449 1.332154 2.350927 1.234151 0.103784 -0.369671 -0.265407

Antenna 148: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.244785 -1.708062 -0.014284 2.244785 1.319977 -0.560470 0.808167 -0.458381 -0.297378

Antenna 148: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.385660 -0.054431 -1.657184 1.364057 2.385660 0.910719 -0.340537 -0.191182 -0.429980

Antenna 148: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.558052 -0.188019 -1.881839 1.329719 2.558052 1.461597 0.066072 -0.217720 -0.673648

Antenna 148: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.627561 -0.117028 -1.613190 1.366655 2.627561 1.314526 -0.924316 -0.591523 -0.637445

Antenna 148: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Discontinuties 3.230633 -0.322241 -1.817022 1.521502 2.934474 0.599369 -0.498879 -0.331241 3.230633

Antenna 148: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.820360 -0.350562 -1.789705 1.403248 2.820360 0.659964 -0.874900 0.130539 0.012499

Antenna 148: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.849238 -1.697442 -0.087672 2.849238 1.318827 -0.438217 0.669112 0.120630 -0.324249

Antenna 148: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.794205 -1.813991 -0.122120 2.794205 1.385111 -1.122007 1.199691 0.455923 -0.270420

Antenna 148: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.881505 -1.844698 -0.044337 2.881505 1.408476 -0.162397 1.886658 -0.023828 -0.278442

Antenna 148: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.716420 -0.391639 -1.786458 1.321827 2.716420 0.192626 -0.674635 0.304349 0.391379

Antenna 148: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.619179 -0.379739 -1.795109 1.425086 2.619179 0.412347 -1.196829 -0.160507 -0.401050

Antenna 148: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.652971 -0.393797 -1.830006 1.297464 2.652971 0.630139 -1.657174 -0.164738 -0.388313

Antenna 148: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power inf 245.956460 247.214720 inf inf 6079.969636 5535.996723 1042.922523 983.437738

Antenna 148: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.460985 -0.676173 -1.990081 1.338499 2.460985 0.919210 -0.395625 -0.691670 -0.457180

Antenna 148: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.564413 -2.125259 -0.544561 2.564413 1.345489 -0.956366 0.186551 -0.090638 -0.164943

Antenna 148: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.999892 -2.030936 -0.605659 2.999892 1.502633 -1.536113 0.023670 -0.229143 -0.037432

Antenna 148: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 3.993314 -0.569425 -2.051549 1.883892 3.993314 -0.139351 -0.269706 -0.842977 -0.630416

Antenna 148: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 2.788812 -2.235738 -0.723418 2.788812 1.389688 -1.688110 0.433069 0.377433 0.500961

Antenna 148: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 3.549538 -0.603349 -2.012676 1.588069 3.549538 -0.119755 -0.934962 0.321472 0.812567

Antenna 148: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 3.675127 -0.530760 -1.982032 1.503712 3.675127 0.592398 -1.066555 -0.061068 -0.267769

Antenna 148: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Variability 20.382616 -2.186029 -0.835560 2.927478 1.207948 20.382616 16.856600 3.484217 1.951180

Antenna 148: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 18.683025 -0.528696 -1.819544 6.809639 18.683025 -0.677144 2.242316 -0.214463 7.286846

Antenna 148: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Power inf 234.578824 235.528887 inf inf 4890.805348 4843.709661 15227.767156 14794.554209

Antenna 148: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 19.685671 -0.480438 -1.039883 8.091400 19.685671 0.625792 1.191706 -0.407932 0.197298

Antenna 148: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 22.184613 -0.236632 -0.829864 7.955050 22.184613 0.491334 -0.057614 0.529370 1.913539

Antenna 148: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 18.190426 -0.595580 -0.767543 6.908854 18.190426 1.278693 0.739939 -0.628645 -0.048008

Antenna 148: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 21.750313 -0.331689 0.118125 8.036170 21.750313 1.366413 0.115878 -0.125532 0.501580

Antenna 148: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 21.074570 -1.843316 -0.499522 21.074570 8.403223 -0.267007 -0.550655 -0.568091 -0.101391

Antenna 148: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 10.487873 -1.670025 -0.685415 10.487873 4.028216 0.722068 -0.840452 0.522098 -0.280571

Antenna 148: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 14.572985 -1.056020 -0.561881 14.572985 6.052399 0.452024 -0.581401 -0.051358 -0.315699

Antenna 148: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 18.456118 -0.400311 -1.077223 7.429677 18.456118 -0.687423 1.732095 -0.079604 1.045702

Antenna 148: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Power 48.218058 18.806729 21.045436 46.638875 48.218058 15.686521 22.887554 4.782177 4.334031

Antenna 148: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Power inf 287.838744 287.815907 inf inf 6147.683189 6110.523069 5376.229640 5406.237224

Antenna 148: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Power 66.409543 17.915621 22.049025 63.211345 66.409543 15.559926 23.897742 14.406547 12.099677

Antenna 148: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape 1.800984 0.880349 1.800984 1.242457 0.499087 -0.221662 0.479657 0.669394 0.808232

Antenna 148: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Variability 0.685079 0.257183 0.236638 -0.551803 0.449552 0.685079 -0.454746 -0.228525 -0.843991

Antenna 148: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Discontinuties 1.469348 0.120145 -0.549559 0.811085 0.289377 -0.139702 -0.064193 0.592666 1.469348

Antenna 148: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Temporal Variability 182.986416 22.531467 20.572014 6.193661 5.908508 182.986416 113.142692 58.013109 54.810628

Antenna 148: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Discontinuties 1.731307 -0.170781 0.533410 -0.929779 0.140759 0.879593 -0.807032 1.731307 0.020021

Antenna 148: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Power inf 75.060141 75.459938 inf inf 4362.107851 4363.007952 4165.273726 4165.266388

Antenna 148: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Discontinuties 1.934643 1.248273 -0.204586 -0.324292 -0.757934 0.159003 1.692955 0.060248 1.934643

Antenna 148: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Power inf 255.587081 257.056455 inf inf 4950.294919 4628.718886 12864.011238 11262.209361

Antenna 148: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape 2.039771 0.305984 2.039771 -0.788936 -0.219649 1.110784 -1.110654 -0.717966 -0.365619

Antenna 148: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape 0.733764 -0.213928 0.733764 -0.703624 -0.136304 0.358472 0.062255 -0.646461 -0.672278

Antenna 148: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Variability 0.954283 0.079098 0.878959 0.776502 -0.431353 0.954283 -0.826373 0.253906 -0.244422

Antenna 148: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 9.535124 1.538408 0.802096 4.524227 9.535124 0.017436 1.307349 -0.442184 0.108716

Antenna 148: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 148: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Temporal Variability 60.049559 7.359668 6.708104 0.997587 0.332676 59.480079 60.049559 -0.527660 -0.696425

Antenna 148: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Power 13.285457 1.806102 0.944893 7.396275 13.285457 0.300381 2.096875 4.424653 1.809976

Antenna 148: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Temporal Variability 222.534772 45.294535 51.675780 126.894996 118.764174 222.534772 207.207194 25.310002 44.873049

Antenna 148: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Temporal Variability 77.549248 1.013655 17.327451 2.425844 19.011593 77.549248 64.492526 -0.328534 0.745992

Antenna 148: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance ee Shape 10.311694 10.311694 0.519371 8.806101 -1.141681 -0.142561 0.307818 0.399386 0.262343

Antenna 148: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
148 N15 RF_maintenance nn Temporal Variability 400.572118 14.051278 48.209650 3.683286 68.757694 3.918083 400.572118 3.815829 49.599965
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